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北師大地理學(xué)與遙感科學(xué)學(xué)院碩導(dǎo)介紹 劉志剛
劉志剛老師簡歷
學(xué)歷: 博士
Email: zhigangliu@bnu.edu.cn
聯(lián)系電話: 86（010）58807472-1435
研究領(lǐng)域:
遙感影像分類算法
高光譜遙感數(shù)據(jù)處理與信息提取
教育情況:
2000.9 ~ 2004.6 武漢大學(xué)遙感信息工程學(xué)院 攝影測量與遙感專業(yè) 博士
1997.9 ~ 2000.6 武漢測繪科技大學(xué)測繪遙感信息工程國家重點(diǎn)實(shí)驗(yàn)室
地理信息系統(tǒng)專業(yè) 碩士
1993.9 ~ 1997.6 江西師范大學(xué)資源環(huán)境科學(xué)系 地理學(xué)專業(yè) 學(xué)士
科研工作經(jīng)歷:
2006.8 - 今: 北京師范大學(xué)遙感與地理信息系統(tǒng)研究中心 副教授
2004.7 - 2006.7: 北京師范大學(xué)遙感與地理信息系統(tǒng)研究中心 地圖學(xué)與地理信息系統(tǒng)，博士后
2003.6 - 2003.10: 香港理工大學(xué) 助理研究員
主持與參加的主要科研項(xiàng)目:
青年科學(xué)基金項(xiàng)目：基于主動(dòng)支持向量機(jī)的遙感影像分類研究（40701101）(2008.1-2010.12)，主持人
863項(xiàng)目：飲用水安全評價(jià)與預(yù)警中的低空艇載高分辨率遙感技術(shù)（2006aa12z145）(2006.12-2009.12)，主持人
測繪遙感信息工程國家重點(diǎn)實(shí)驗(yàn)室開放基金：基于主動(dòng)支持向量機(jī)的遙感影像分類研究(WKL(07)0103)(2008.1-2009.12)，主持人
國家科技支撐計(jì)劃: 村鎮(zhèn)地理信息采集技術(shù)與設(shè)備開發(fā)子課題——多尺度、多源遙感信息的自動(dòng)配準(zhǔn)與融合(2006BAJ09B01)(2006.9-2009.8)，主持人
博士后基金：基于支撐向量機(jī)的高光譜遙感影像分類算法研究（2005037317）(2005.7-2006.7)，主持人
中國科學(xué)院知識(shí)創(chuàng)新工程重要方向項(xiàng)目子課題（KZCX-SW-338）：水質(zhì)遙感監(jiān)測中偏振信息研究，主要參加人
馬來西亞航空遙感（MARS），主要參加人
發(fā)表論文情況:
學(xué)位論文:
博士論文：支撐向量機(jī)在光譜遙感影像分類中的若干問題研究(2004).指導(dǎo)老師: 李德仁(院士), 秦前清(教授), 史文中(教授)
碩士論文：基于面向決策行為的CA方法的城市時(shí)空擴(kuò)展模型的研究(2000).指導(dǎo)老師: 陳曉玲(教授), 杜道生(教授)
期刊論文:
Wei Su, Jing Li, Yunhao Chen, Zhigang Liu,Jinshui Zhang, TSUEY MIIN LOW, INBARAJ SUPPIAH and SITI ATIKAH MOHAMED HASHIM. Textural and local spatial statistics for the object-oriented classification of urban areas using high resolution imagery. International Journal of Remote Sensing Vol. 29, No. 11, 10 June 2008, 3105–3117. (SCI)
周冠華，劉志剛，柳欽火,田國良.水色遙感中偏振信息研究進(jìn)展. 遙感學(xué)報(bào). 2008, 12(2): 322~330.
劉志剛, 周冠華.太陽耀光的偏振分析. 紅外與毫米波學(xué)報(bào). 2007, 26(5): 362~365. (SCI).
王圓圓，劉志剛，李京，陳云浩.珊瑚礁遙感研究進(jìn)展. 地球科學(xué)進(jìn)展. 2007, 22(4):396~402.
陳蜜, 易堯華, 劉志剛, 李德仁, 秦前清. 基于分塊特性的高光譜影像波段選取方法的研究. 測繪通報(bào). 2006,3.
Zhigang Liu, Wenzhong Shi, Deren Li, Qianqing Qin. Partially Supervised Classification - Based on Weighted Unlabeled Samples Support Vector Machine. International Journal of Data Warehousing and Mining. 2(3),2006,42-56.
劉志剛, 史文中, 李德仁, 秦前清.一種基于支撐向量機(jī)的遙感影像不完全監(jiān)督分類新方法. 遙感學(xué)報(bào). 2005, 9(4): 363~373.
Xiaoling Chen, Yok-Sheung Lia, Zhigang Liu, Kedong Yin Zhilin Li, Onyx WH Wai and Bruce King. Integration of Multi-source Data for Water Quality Classification in the Pearl River Estuary and its adjacent Coastal Waters of Hong Kong. Continental Shelf Research. 24 (2004), 1827-1843. (SCI)
劉志剛, 李德仁, 秦前清, 史文中. 基于特征空間中類間可分性的層次型多類支撐向量機(jī). 武漢大學(xué)學(xué)報(bào)（信息工程科學(xué)版）. 2004, 29(4): 324~328. (EI)
劉志剛, 李德仁, 秦前清, 史文中. 支持向量機(jī)在多類分類問題中的推廣. 計(jì)算機(jī)工程與運(yùn)用. 2004, 40(7): 10~13.
劉志剛, 秦前清, 李德仁, 王新洲. 基于混合核函數(shù)的支撐向量機(jī)及其在遙感影像土地利用分類中的應(yīng)用. 測繪信息與工程. 2003, 28(5): 1~3.
劉志剛, 潘和平, 李德仁. 智能主體主要理論的綜述與分析. 計(jì)算機(jī)運(yùn)用研究. 2002(7): 1-5.
Xiaoling Chen and Zhingyong Yin, Lei. Chu and Zhigang Liu. GIS Based Reconstruction of the Palio-Morphologic Surfaces since the Late Tertiary in the North Jiangsu Region. Spatial Information Science, Technologies and Their Application, WTUSM Press, 1998,12: 676-771
會(huì)議論文:
Zhigang Liu, Jun Wu Haisheng Yang, Bo Li, Yun Zhang, Shengtian Yang.Developing Unmanned Airship Onboard Multispectral imagery System for Quick response to Drinking Water Pollution.SPIE Sixth International Symposium on Multispectral Image Processing and Pattern Recognition. 30 October–1 November,2009, Yichang, China.
Zhichao Sun, Zhigang Liu, Suhong Liu, Yun Zhang, Bing Yang. Active Learning with Support Vector Machines in Remotely Sensed Image Classification. 2009 2nd International Congress on Image and Signal Processing.17-19 October 2009, Tianjin, China.
Wu Jun, Haisheng Yang, Zhigang Liu. Automatic Registration of High-resolution Multispectral Imageries from Band-reconfigurable Imaging System on Board Unmanned Airship. Fifth International Conference on Image and Graphics (ICIG 2009),Sep.20-23, 2009, Xi'an, China.
Zhigang Liu, Zhichao Sun. Active one-class object-based classification of remote sensing image.International Conference on Earth Observation Data Processing and Analysis, 2008,Wuhan, China.(EI)
LIU Zhi-gang, LI Jing, LIM Boon-leong, SENG Chung-yueh, INBARAJ Suppiah, and SUN Zhichao. Local Spatial Statistics for Remotely Sensed Image Classification of Mangrove. The International Society for Photogrammetry and Remote Sensing 3-11 July 2008 Beijing, China.(EI)
Zhigang Liu, Jing Li, Boonleong Lim, Chungyueh Seng, and Inbaraj Suppiah. Object-based classification for mangrove with VHR remotely sensed image. The 15th International Conference on Geoinformatics. Nanjing, China, 25-27 May 2007.(EI)
Zhigang Liu, Jing Li, Roslinah Samad, Xiaowen Li. Remote Sensing Spectral Reflectance for Coral Reef Habitats Discrimination. The 9th International Symposium on Physical Measurements and Signature in Remote Sensing (ISPMSRS). Beijing, China, 17-19 Oct. 2005.
Zhigang Liu, Wenzhong Shi, Deren Li, Qianqing Qin. Partially Supervised Classification - Based on Weighted Unlabeled Samples Support Vector Machine. Advanced Data Mining and Applications: First International Conference, ADMA 2005, Wuhan, China, July 22-24, 2005. Proceedings. Editors: Xue Li, Shuliang Wang, Zhao Yang Dong. (SCI)
Liu Zhigang, Shi Wenzhong, Qin Qianqing, Li Xiaowen, Xie Donghui. Hierarchical Support Vector Machines. Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. Proceedings. 2005 IEEE International, Volume: 1, 25-29 July 2005, Pages: 186 - 189. (EI)
Yujie Huang, Guangqian Wang, Lihong Su, Zhigang Liu. An automatic recognition system for soil erosion based on knowledge and support vector machine. Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International, Volume: 6, 21-25 July 2003, Pages: 3444 - 3446. (EI)
Xiaoling Chen, Yok-Sheung Lia, Zhigang Liu, Zhilin Li, Onyx WH Wai and Bruce King. Water Quality Management in the Estuary of Pearl River and Hong Kong's Coastal Waters based on SeaWiFS, Landsat TM Sensor Data and in situ Water Quality Sampling Data. Proceedings of SPIE - The International Society for Optical Engineering, v 4892, 2003, p 589-599. (EI)
Xiaoling Chen, Pengxin Wang, Xiuzhi Bao, Feipend Li and Zhigang Liu. Research on the Land Use and Land-cover Changes in the East China based on Remote Sensing and GIS. The Global Change and Sustainable Development in Southeast Asia: A Regional Science-Policy Conference, to be held in Chiang Mai, Thailand on 17-19 February 2001
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